Pith Number

pith:ZEWFPDXF

pith:2024:ZEWFPDXFKULKR2WMRZ7KS6J7PX

not attested not anchored not stored refs pending

Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models

Feng Zheng, Haigang Zhang, Jinrui Zhang, Ping Lu, Teng Wang

arxiv:2407.11422 v1 · 2024-07-16 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZEWFPDXFKULKR2WMRZ7KS6J7PX}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models

Receipt and verification

First computed	2026-07-05T08:44:24.297848Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c92c578ee55516a8eacc8e7ea9793f7dd181efb95db0c8ef8467f3c73887fc4e

Aliases

arxiv: 2407.11422 · arxiv_version: 2407.11422v1 · doi: 10.48550/arxiv.2407.11422 · pith_short_12: ZEWFPDXFKULK · pith_short_16: ZEWFPDXFKULKR2WM · pith_short_8: ZEWFPDXF

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZEWFPDXFKULKR2WMRZ7KS6J7PX \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: c92c578ee55516a8eacc8e7ea9793f7dd181efb95db0c8ef8467f3c73887fc4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b8c8b2a6a730eb0bf4cd2ce9c5a886ab573766f6c9deae9483370eb74889876",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-16T06:32:45Z",
    "title_canon_sha256": "fb6a356ea55578c7a37de34a3d3be19e9579ddd0e2237718e52bf69532b62ebd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.11422",
    "kind": "arxiv",
    "version": 1
  }
}